{"id":"W2193064366","doi":"10.1509/jmr.14.0379","title":"Is Top 10 Better than Top 9? The Role of Expectations in Consumer Response to Imprecise Rank Claims","year":2015,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Rank (graph theory); Advertising; Selection (genetic algorithm); Tier 1 network; Business; Marketing; Boundary (topology); Perception; Psychology; Computer science; Mathematics; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01750927,0.00009347071,0.0001843452,0.000966067,0.0001454788,0.0002728586,0.00047176,0.00005858611,0.0007423949],"category_scores_gemma":[0.004491719,0.00007036777,0.0001006541,0.000901171,0.0000999881,0.0004432816,0.000169094,0.0004222896,0.0002079214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007581215,"about_ca_system_score_gemma":0.0001501613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677309,"about_ca_topic_score_gemma":0.00006456635,"domain_scores_codex":[0.9974126,0.0006020761,0.0006086869,0.000159494,0.0009260536,0.0002910399],"domain_scores_gemma":[0.9965171,0.001223193,0.0002782736,0.000300943,0.001636521,0.00004398239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01408593,0.0002881446,0.5865245,0.00006008781,0.00005161192,0.00001976318,0.003105998,0.000009238928,0.02439035,0.00007362826,0.04969127,0.3216995],"study_design_scores_gemma":[0.001432601,0.00002274661,0.834281,0.0002184441,0.0000382874,0.00001030913,0.01263747,0.0002388871,0.001010894,0.0008895368,0.1490731,0.0001467629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904149,0.0004208541,0.000007263944,0.007522929,0.0001829483,0.0002390151,0.000001947763,0.000007066597,0.001203122],"genre_scores_gemma":[0.9983501,0.00002345328,0.00007885763,0.0001547132,0.0002124232,0.00001995832,0.000001340182,0.00001368818,0.001145425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215527,"threshold_uncertainty_score":0.8128704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701138649366199,"score_gpt":0.3606923784133179,"score_spread":0.2836809919196559,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}